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Paper Citation Record · LEDGER

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

As of 8 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 5 inbound Pith citation observations for arXiv:2603.11838.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2603.11838 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:23:40.128453Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:31:04.415388Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T02:58:33.872568Z

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ca04653-d387-481d-beb4-660c62a53f45 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Instruction-Following Evaluation for Large Language Models

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-08-02T18:23:40.128453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.128453Z digest=sha256:7108afd61f81ba5c89703acd7097f43ac8a44c10ed9cd774b09140b37421495a

Observation be9090d8-5b47-43df-bc89-604f2c146bcb · outbound

This paper cites Measuring Massive Multitask Language Understanding.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Measuring Massive Multitask Language Understanding

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:40.122997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.122997Z digest=sha256:f0f9118908b54407df0c3dba9c272bc6670ca6d4f8e29a740390d12e3683fead

Observation 63ea23e8-f981-4141-80b9-8f5744c30ee2 · outbound

This paper cites Surveying Generative AI's Economic Expectations.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Surveying Generative AI's Economic Expectations

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:04.518002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:04.518002Z digest=sha256:0794c0836f9b1ff2df13be702fda9c19dd6bf8af75154e860eebba11dd8dab0a

Observation eb2493de-d064-4175-960f-44b5d8556031 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:40.110948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.110948Z digest=sha256:7ccd216fccf861e039f557d6513c4c3fa36c461d98c6eed9bd32cfb0d702b728

Observation 523ed07f-8d4f-434e-9272-3ed299c20791 · outbound

This paper cites Chronologically Consistent Large Language Models.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Chronologically Consistent Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:40.116941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.116941Z digest=sha256:a4dd3028ee302e9b718d154c2bd4c518f7270e6e58faded3368f8952a7dd0c13

Pith citing papers

Observation 5c0beced-4bc5-4fef-9b7c-175e4cdee66c · inbound

Debiasing LLMs by Fine-tuning cites this paper.

Debiasing LLMs by Fine-tuning DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-24T02:23:53.549188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T18:35:23.318841Z digest=sha256:619a66bff5edcf4c29e8f1ee6e2d3af91b19a644361f5b91dca192aec0de595c

Observation 2abe329d-8ed2-4bfb-b7f1-7112528735be · inbound

Monetary Policy in the Media Spotlight: Sentiments, Signals, and Economic Impact cites this paper.

Monetary Policy in the Media Spotlight: Sentiments, Signals, and Economic Impact DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 192

Resolution
verified exact
arxiv_id, observed 2026-07-24T02:23:53.549188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-15T02:58:27.599800Z digest=sha256:6894626024b89bd2f7c65d96cc10a6b116335027efd24d080b92dab9b5f5af55

Observation 9e99ce94-e893-4a5a-9221-65c1ac332435 · inbound

Scaling Point-in-Time Language Models cites this paper.

Scaling Point-in-Time Language Models DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T15:39:40.479528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:39:40.479528Z digest=sha256:72bf8ca3d72b4e93a7bf89e11135f32cd51f209ddc43a6f532e3624afafce712

Observation 8b520155-9424-4fd1-a87a-614b65b2b86c · inbound

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks cites this paper.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T14:11:09.527469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:11:09.527469Z digest=sha256:451f53c024f05dc0cc795acd0fc7116efce17ec4f770949a78a19d747b4d5b75

Observation b6d5b39f-7720-483f-a62c-bd18e18337aa · inbound

Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores cites this paper.

Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T04:31:04.415388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:31:04.415388Z digest=sha256:d28729ebfdd8ce44d9cfb72d6351b995d4172cfee2bb77e7b5c00e09efdd01de